FIELD NOTES TOPIC

compression theory

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  1. Agentic System as Compressor: Quantifying System Intelligence in Bits

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    The authors propose a method to measure the intelligence of an agentic system by quantifying its ability to compress a target object under a fixed task distribution, interface, and compute budget. This is done using…